Carpet Installers vs Solar Photovoltaic Installers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Carpet Installers

62 shared · 14 different

core competencies

medium risk

Solar Photovoltaic Installers

Side-by-Side Comparison

Carpet Installers leads 4–1

Metric	Carpet Installers	Solar Photovoltaic Installers
Risk Score	15.5%	25.2%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	1th	20th
Tasks at Risk (>50%)	3 / 15	6 / 15
Median Salary	$49,850	$51,860
Employment	15K	28K

Skill Comparison

Sorted by largest difference

Engineering and Technology

Mechanical

Static Strength

Troubleshooting

Identifying Objects, Actions, and Events

Coordinating the Work and Activities of Others

Building and Construction

Developing and Building Teams

Establishing and Maintaining Interpersonal Relationships

Resolving Conflicts and Negotiating with Others

Analyzing Data or Information

Extent Flexibility

Protective Factors

Higher values indicate stronger protection against AI displacement

Carpet Installers

26%

total discount

Solar Photovoltaic Installers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Carpet Installers

3 of 15 at risk

87%Take measurements and study floor sketches to calculate the area to be carpeted and the amount of material needed.

85%Draw building diagrams and record dimensions.

57%Plan the layout of the carpet, allowing for expected traffic patterns and placing seams for best appearance and longest wear.

45%Clean up before and after installation, including vacuuming carpet and discarding remnant pieces.

9%Cut and install vinyl composition tile or vinyl base.

Solar Photovoltaic Installers

6 of 15 at risk

86%Examine designs to determine current requirements for all parts of the photovoltaic (PV) system electrical circuit.

86%Visually inspect and test photovoltaic (PV) modules or systems.

84%Program, adjust, or configure inverters and controls for desired set points and operating modes.

74%Test operating voltages to ensure operation within acceptable limits for power conditioning equipment, such as inverters and controllers.

55%Identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (PV) arrays.

Wage Comparison

Solar Photovoltaic Installers earns +$2,010(+4%) vs Carpet Installers

Carpet InstallersSolar Photovoltaic Installers

10th

$32,830$39,070

25th

$39,140$46,040

Median

$49,850$51,860

75th

$65,530$63,020

90th

$83,200$80,150

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Carpet Installers2028–2035

Solar Photovoltaic Installers2028–2035

20242030203520402045

Carpet Installers has a longer runway before significant displacement, projected 0 years later than Solar Photovoltaic Installers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Carpet Installers

$42,133

from $49,850

Solar Photovoltaic Installers

$38,791

from $51,860

After adjusting for AI risk, Carpet Installers offers $3,342 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Carpet

Unique to Solar

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity

Social Intelligence

Decision Complexity

Fine Manipulation

Carpet InstallersSolar Photovoltaic Installers

Find transitions from Carpet Installers Find transitions from Solar Photovoltaic Installers